Habitat Suitability Report
Inputs
- Species: Harbor seal (Phoca vitulina)
- Thinning: Thinned observations
- Ratio: All pseudo-absence/background points
- Spatial extent: Full extent
- Covariates used:
- Metrics: evaluated using true skill staistic (tss) and area under the receiver operator curve (roc_auc)
- Observations:
Nowcast and Forecast Maps
Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
Metrics
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9487496 | 0.8030256 | 0.5479456 |
| bt | 0.8939487 | 0.7116394 | 0.4384937 |
| maxnet | 0.8944119 | 0.7116394 | NA |
| gam | 0.8879284 | 0.6971287 | 0.4069619 |
| glm | 0.8990429 | 0.6980550 | 0.4223170 |
Variable Importance
Partial Dependence
